Integrating expert knowledge with domain adaptation for unsupervised fault diagnosis

Q Wang, C Taal, O Fink - IEEE Transactions on Instrumentation …, 2021 - ieeexplore.ieee.org
Data-driven fault diagnosis methods often require abundant labeled examples for each fault
type. On the contrary, real-world data is often unlabeled and consists of mostly healthy …
被引用次数：57 相关文章

Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis

Q Wang, C Taal, O Fink - IEEE Transactions on …, 2022 - research-collection.ethz.ch
Data-driven fault diagnosis methods often require abundant labeled examples for each fault
type. On the contrary, real-world data is often unlabeled and consists of mostly healthy …

Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis

Q Wang, C Taal, O Fink - arXiv preprint arXiv:2107.01849, 2021 - arxiv.org
Data-driven fault diagnosis methods often require abundant labeled examples for each fault
type. On the contrary, real-world data is often unlabeled and consists of mostly healthy …

Integrating Expert Knowledge With Domain Adaptation for Unsupervised Fault Diagnosis

Q Wang, C Taal, O Fink - IEEE Transactions on …, 2022 - ui.adsabs.harvard.edu
Data-driven fault diagnosis methods often require abundant labeled examples for each fault
type. On the contrary, real-world data is often unlabeled and consists of mostly healthy …